beginner · Physics · Math Foundations: Linear Algebra
The Adjoint (Dagger)
The adjoint of a matrix M, written M† and read "M dagger," is obtained in two steps:
Transpose: swap rows and columns to get MT.
Complex conjugate: replace every entry z with its conjugate z∗.
Applied together, the (i,j) entry of the adjoint is
(M†)ij=Mji.
For a 2×2 example, if
M=(acbd),
then
M†=(a∗b∗c∗d∗).
A worked example
Take the matrix
M=(1+2i03−1+i).
Step 1 — transpose. Swap off-diagonal entries:
MT=(1+2i30−1+i).
Step 2 — complex conjugate. For each entry replace i with −i:
M†=(1−2i30−1−i).
You can verify the entries one by one: M00=1+2i=1−2i; M10=0=0; M01=3=3; M11=−1+i=−1−i.
Why it matters in quantum mechanics
In quantum mechanics every observable is represented by a Hermitian operator satisfying M†=M, and every time-evolution operator is unitary satisfying M†M=I. Both conditions are stated directly in terms of the adjoint, so computing M† correctly is a prerequisite for almost every quantum-mechanical calculation.
The adjoint also generalises the complex conjugate of a scalar: if M=(z) is a 1×1 matrix, then M†=(z∗). This is why bra vectors ⟨ψ∣ in Dirac notation are the adjoint of ket vectors ∣ψ⟩.
Try it
This is a numerical exercise — your code should return a number. Work out M† for the matrix above, then return the real part of its (0,1) entry (zero-indexed: row 0, column 1).
Run your code to see the quantum state.
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